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In this class, students will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.
In this course students will learn about audio signal processing methodologies that are specific for music and of use in real applications. They will learn to analyse,...
This online course gives an introduction to COVID-19 (SARS-CoV-2, corona virus) for physicians, nurses, and other healthcare professionals. Topics include symptoms and signs in...
This online course explores rock mechanics, structural geology, earthquake seismology and petroleum engineering to address a wide range of geomechanical problems that arise...
This online course discusses advanced concepts of Game Theory.The course includes social choice theory (i.e., collective decision making), mechanism design, and auctions. (Note:...
This online video lecture series explores various topics of robotics.
This online course explores topics such as asymptotic notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and...
This online course explores programming language compilers. It includes aspects such as lexical analysis, parsing, syntax-directed translation, abstract syntax trees, types and...
This online video lecture series explores various topics of human-computer interaction.
This series of MOOCs explores the fundamentals of probabilistic graphical models.
This online course teaches scientific writing. It includes topics such as the format of a scientific manuscript, peer review, grant writing, and ethical issues in scientific...
This online course gives an introduction to economics (microeconomics and macroeconomics). The course is designed for beginners with no prior knowledge.
This online course gives an introduction to palliative care. It explores what palliative care is, how to communicate with patients, show empathy, and practice difficult...
This online video lecture series gives an introduction to Natural Language Understanding as a sub-problem of artificial intelligence.
This online course gives an introduction to the core concepts of ultrasound physics, transthoracic echocardiography, and lung ultrasound, as well as hemodynamic and global...
This online course explores data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search,...
This online video lecture series explores various technology trends and fields of innovation.
This online course gives an introduction to a variety of infectious diseases using a patient-centered, story-based approach. It includes various bacterial and viral infections.
In this introductory, self-paced course, students will learn multiple theories of organizational behavior and apply them to actual cases of organizational change.
This online course (MOOC) gives an introduction to Game Theory. The course covers the basic concepts, such as representing games and strategies, the extensive form (game trees),...
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